def emb(self, routee, dest):
"""
:param routee:
:param dest:
:return: Some kind of vector, you choose
"""
return [cosine_similarity(routee['v'], dest['v'])]
def word_sim(self, routee, dest):
"""
:param routee:
:param dest:
:return: Some kind of vector, you choose
"""
cosine = cosine_similarity(routee['t'], (dest['t']))
return cosine
def emb(self, routee, dest):
"""
:param routee:
:param dest:
:return: Some kind of vector, you choose
"""
cosine = cosine_similarity(routee['ca'], dest['ca'])
overlap = self.coauthor_overlap(routee, dest)
clo = self.coauthor_last_overlap(routee, dest)
return [cosine, overlap, clo]
def emb(self, routee, dest):
"""
:param routee:
:param dest:
:return: Some kind of vector, you choose
"""
# cosine = cosine_similarity(routee['r'], (dest['r']))
# if self.config.use_cuda:
# return Variable(torch.cuda.FloatTensor([cosine]))
# else:
# return Variable(torch.FloatTensor([cosine]))
return [cosine_similarity(routee['r'], dest['r'])]
def venue_cossim(self, m1, m2):
return cosine_similarity(m1['vw'], m2['vw'])